##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145521  44.315%  (97.095% of non-spam corpus)
# Correctly spam:     164160  49.991%  (91.963% of spam corpus)
# False positives:      4354  1.326%  (2.905% of nonspam, 165265 weighted)
# False negatives:     14346  4.369%  (8.037% of spam,  38402 weighted)
# Average score for spam:  16.1    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              328381  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18224  96.87%
# Correctly spam:      20652  92.09%
# False positives:       589  3.13%
# False negatives:      1773  7.91%
# TCR(l=50): 0.718221  SpamRecall: 92.094%  SpamPrec: 97.227%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147743  98.58%
# Correctly spam:     106541  59.68%
# False positives:      2132  1.42%
# False negatives:     71965  40.32%
# TCR(l=50): 0.999670  SpamRecall: 59.685%  SpamPrec: 98.038%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18523  98.46%
# Correctly spam:      13457  60.01%
# False positives:       290  1.54%
# False negatives:      8968  39.99%
# TCR(l=50): 0.955557  SpamRecall: 60.009%  SpamPrec: 97.890%